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Thema /
Topic
. | .Tagesablauf / Agenda
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Beschreibung / Description
. | Lehrunterlagen
& Übung /
Resources |
| Klassenraum: Vorlesung, Übungen, Gruppenarbeit / Class | |
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3. Concepts - Theory – Research
3.1. The „Dark Ages“ of DL – Lessons of Perseverance in Research
3.2. People: Network of Researchers Driving DL(amongst others: Geoffrey Hinton, Yann LeCun, Joshua Bengio, Andrew Ng, Jürgen Schmidhuber, Fei-Fei Li, Kai-Fu Lee)
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. 3.3. DL Concepts & Theory
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3.4. Speech, Sound,Langauge, NLP
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Discussion / Topics / Do it yourself
- Demo und discussion of this excellent DL-net visualization on the TensorFlow Playground" http://playground.tensorflow.org/
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- Meaning of the error rate in Imagenet competition: - "Top 5 test error rate" means: For a given image the DL-net does NOT rank the image under the top 5 classification categories (see AI/DL-PREZI "3.5 Tutorial / Survey DL Network types")
| DL - FF and Backpropagation.xls |